The appearance of fake blue badges on social platforms is rapidly becoming a significant concern. Individuals are creating these false identifiers to pose as legitimate figures, tricking followers and potentially promoting scams or malicious activities. This developing type of deception represents a serious threat to the reputation of online spaces